TANGLE TRADING SYSTEM
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Tangle Trading System
Tangle Trading System

BY BITNBYTES.IO — THREE TOOLS, ONE DESK

Watch the tape.
Read the macro.
Pull the trigger.

The Tangle Trading System is three connected tools built for traders who work off structure, not vibes: real-time ICT alerts across every market you hold, macro sentiment distilled to one number, and broker-linked execution — with AI reasoning and a database built for the job running underneath all three.

WHY THIS EXISTS

₹91,685cr
Aggregate net loss booked by individual F&O traders, FY26
87.7%of individual traders finished the year net-negative
−18%vs. FY25's ₹1.12 lakh crore — mostly fewer traders showing up, not better trading

Most retail traders don't lose because the market is unbeatable — they lose because they're trading on a hunch, alone, with no structure, no read on the macro backdrop, and no honest record of their own mistakes. That's the gap the Tangle Trading System is built to close: real structure instead of a hunch, the macro backdrop before you click, and a place to prove a strategy before it's real money.

Source: SEBI equity derivatives segment report, FY26 — individual (retail) traders, India · via sahi.com

⚠ You don't need a "finfluencer"

A lot of that ₹91,685 crore followed a tip from a YouTube or Instagram account promising guaranteed returns. Free calls, paid "mentorship," screenshots of P&L with no trade history behind them — it's a well-worn scam, and SEBI has been actively cracking down on unregistered advisors running exactly this playbook. You don't need to find the right channel to trust. Every signal in the Tangle Trading System — the ICT structure, the macro read, the sentiment score — comes from your own data, computed on your own desk. Nothing to subscribe to, no DMs to trust, no channel to search for.

$WATCH — ALERTS & CHARTING

Never miss the setup.

Tangle Watch runs the ICT engine — Fair Value Gaps, Order Blocks, Liquidity sweeps, Market Structure shifts, Weekly & Daily opening gaps — against every symbol you're holding, around the clock. Opening-range breakouts, simple price triggers, and NSE futures open-interest quadrants run alongside it, all on the same alarm.

ICT engine
FVG, Order Blocks, Liquidity, Market Structure, Weekly Opens, NWOG / NDOG — proximity-tiered so you get a heads-up before the touch.
ORB
Opening-range breakout tracking with a custom session window per symbol — NSE cash hours or crypto's 24/7 default.
Conditions
Plain gt / lt price triggers, either live-tick or candle-confirmed for stop-hunt-prone levels — see below.
Futures OI
Long Buildup, Short Buildup, Covering, Unwinding — NSE & BSE contracts, routed through AngelOne.
Delivery
In-app alarm plus Telegram push. Delta Exchange for crypto/RWA, AngelOne for NSE — one dashboard for both.
127.0.0.1:7878
Tangle Watch dashboard showing nine live instruments, alert counts, and the day's recent-alerts feed
/chart
Tangle Watch chart page with ICT order blocks, fair value gaps, and liquidity levels drawn on a BTCUSD candlestick chart

CHARTING TOOLKIT

Every ICT concept, drawn live.

The chart page isn't a plain candlestick view — it's the same engine that fires your alerts, rendered. Toggle whichever layer you're trading off, stack as many as you want.

ICT — FVG / OB / Liq / MSS SMC — BOS / CHoCH, equal highs/lows Killzones — London, NY, Asian sessions Sessions — time-of-day bands Trendlines — auto pivot-based slopes Alerts overlay — markers where it actually fired Drawing tools — Fib, R:R boxes, trend lines, text
/conditions
Tangle Watch Conditions page showing price triggers, ORB flags, and the raw rules editor for BTCUSD
Price triggers, ORB flags, and the raw editor — all three stay in sync live

$NEWS — MACRO COMMAND CENTRE

The mood of the market, in one glance.

Tangle News blends sentiment, volatility and news flow into a single Global Risk Appetite score, then breaks India and the US down signal by signal — institutional flows, fear/greed, sector strength — so you know the regime you're trading in before you open a chart.

Risk appetite
One 0–100 score blending crypto & stock sentiment, volatility, and news flow into a single risk-on / risk-off read.
India Pulse
GIFT Nifty, the Fear Factor (MMI), India VIX, Brent, the rupee, and US 10-year yield — the levers that actually move NSE.
Institutional flows
Live FII & DII cash and index-futures positioning, participant-wise (FII / DII / Pro / Client) open interest, and who's leaning which way.
Indian Economy
A 17-indicator Economic Health score (GDP, CPI, PMI, forex reserves, credit growth) alongside live RBI policy and bond data.
Sector Impact
IT, Metal, Energy, Realty, Banking, FMCG, Pharma, Auto — each scored bull/bear against the same macro confluence as the Scanner.
Deeper coverage
US economic data, Bull/Bear Scanner, geopolitical risk, central banks, and the economic calendar, all cross-linked.
localhost:8090
Tangle News Macro Dashboard with the Global Risk Appetite gauge, India Pulse, institutional positioning, sentiment board, and macro factor cards

$PORTAL — EXECUTION & STRATEGY

From idea to order, on one screen.

Tangle Portal is where a setup becomes a position — or, first, proves itself. Link your broker, build a multi-leg options strategy visually or in code, and let it run live under its own pause/resume controls. Or take it to Practise Pro first: a random historical day loaded into the chart with a full option chain, live order-block and candle-pattern detection, and a trade ledger that scores you the way a real backtest would.

Broker link
Zerodha Kite, Groww, AngelOne, and Delta Exchange — connect once, trade from the same screen you built the strategy on.
Leg builder
Construct multi-leg positions visually — Manual, Auto-Immediate, or Auto-Smart Entry — with a Test Mode that mocks the order before it's live.
Strategy control
Every strategy runs under its own controller with independent Live/Paper and Active/Paused switches — flip one off without touching the rest.
Practise Pro
A random historical day loaded into the chart with a full Nifty option chain — read strikes and place trades the way you would live.
Market analysis
Live order-block, support/resistance, and candlestick-pattern detection on the practice feed — the same structural read the ICT engine uses.
Trading Game
Scenario-based psychology drills — "after 3 losses, what do you do?" — scored on accuracy, not just P&L.
portal.bitnbytes.io/practise
Tangle Portal Practise Pro showing a mock Nifty options chain, market analysis regime tags, order-block detection, candle patterns, and open positions
/terminal
Tangle Portal Terminal page for building a Nifty options position with broker, execution mode, and multi-leg controls

AI, BUILT IN — NOT BOLTED ON

Every screen has a second opinion.

Every application in the system — Watch, News, and Portal — has AI reasoning wired directly into the same structure the engines already compute: ICT zones, macro signals, live positions. You choose where that reasoning runs.

Cloud
ChatGPT
One click from the chart or dashboard. Fastest, no setup, your data leaves the machine.
Local
Ollama
Runs entirely on your own hardware. Nothing leaves the machine, no per-query cost.
Supported local models (Ollama)
qwen2.5:14b qwen2.5 llama3.1:8b llama3.1 llama3 mistral gemma
Ask ChatGPT — BTCUSD
AI-generated BTCUSD trade analysis showing graded long and short setups with entries, stops, targets, key levels, and risks to the view
Not a chatbot bolted to the side — it reads the exact zones the alarm does, and grades both sides of the trade

UNDER THE HOOD

Built for the job, not adapted to it.

A database we built ourselves

Practise Pro doesn't sit on a generic database — it runs on a binary-encoded time-series store we designed specifically for OHLC and option-chain data: fixed-size records, multi-level day/strike indexing, memory-mapped zero-copy reads, SHA256-checksummed atomic writes.

<1mssingle-day query, >375K records/sec
<10msfull-month range, >1.1M records/sec
<0.1msindex-only lookup
32Bper OHLC record — ~33.5M per GB

Low-latency by design, everywhere

The same discipline runs through the rest of the system: Tangle Watch's candle cache is a custom binary format built for sequential reads, not a JSON blob on disk. Config writes are atomic and CAS-guarded so two open tabs can never corrupt each other. Every alert path is measured in microseconds, not seconds.

binary candle cache zero-copy reads atomic, CAS-guarded writes WebSocket binary protocol

Held to a real bar

Every feature ships with test coverage, not just a manual click-through — the alarm engine, the config layer, the IPC protocol between processes, all exercised in CI before they reach a live market. Code follows one consistent style guide across the whole system, and every boundary — config input, broker responses, IPC messages — is validated before it's trusted.

test-covered, not vibes one style guide, whole system security-first at every boundary

THE FULL SYSTEM

Three tools that were always meant
to sit on the same desk.

TANGLE WATCH
TANGLE NEWS
TANGLE PORTAL
ALL SYSTEMS RUNNING